[Adapt] [Seminar] Convolutional Neural Network: Intuition, Detail and Applications

[Shi Feng]

Hi,

Just found this mini survey on CNN for NLP. It's a good read and related to
the seminar.
http://www.wildml.com/2015/11/understanding-convolutional-neural-networks-for-nlp/

Thanks,
Shi

On Tue, Nov 3, 2015 at 10:29 PM, Luo Kangqi <luo.kangqi at qq.com> wrote:

> Hi Adapters,
>
> Our seminar will take place tomorrow at 5pm in room SEIEE 3-528.
> This time, I will introduce a special neural network, called convolutional
> neural network.
>
> Neural network (NN) is a powerful model that has been widely used in
> machine learning, especially
> in the field of speech & image recognition. Inspired by the "stationary"
> property from images,
> researchers proposed Convolutional Neural Network (CNN), making a
> classification task more
> precise and efficient.
> In the past years, CNN model was used in the field of NLP, such as
> information extraction and
> knowledge base completion. In this talk, I'm going to show you the basic
> structure of NN and CNN,
> besides, I will also introduce a paper as the application of CNN in NLP
> field.
>
> Though this talk is more abstract than previous talks, I've prepared lots
> of real examples to let you
> understand the intuition behind this model.
> Hope you can enjoy the talk.
>
> Best,
> Kangqi
> ------------------
> Luo Kangqi
> ADAPT Lab, SEIEE 3-341
> Shanghai Jiao Tong University
>
>
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>
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